169 citations · 255 across the 11 of their papers we have counts for
13 papers
Equity in Stochastic Healthcare Facility Location
Karmel S. Shehadeh, Lawrence V. Snyder
We consider issues of equity in stochastic facility location models for healthcare applications. We explore how uncertainty exacerbates inequity and examine several equity measures…
Practical Optimal Control of a Wave-Energy Converter in Regular Wave Environments
Mertcan Yetkin, Sudharsan Kalidoss, Frank E. Curtis +2
A generic formulation for the optimal control of a single wave-energy converter (WEC) is proposed. The formulation involves hard and soft constraints on the motion of the WEC to pr…
Co-optimizing the Smart Grid and Electric Public Transit Bus System
Mertcan Yetkin, Brandon R. Augustino, Alberto J. Lamadrid +1
As climate change provides impetus for investing in smart cities, with electrified public transit systems, we consider electric public transportation buses in an urban area, which…
Simultaneous Decision Making for Stochastic Multi-echelon Inventory Optimization with Deep Neural Networks as Decision Makers
Mohammad Pirhooshyaran, Lawrence V. Snyder
We propose a framework that uses deep neural networks (DNN) to optimize inventory decisions in complex multi-echelon supply chains. We first introduce pairwise modeling of general…
C. H. Robinson Uses Heuristics to Solve Rich Vehicle Routing Problems
Ehsan Khodabandeh, Lawrence V. Snyder, John Dennis +2
We consider a wide family of vehicle routing problem variants with many complex and practical constraints, known as rich vehicle routing problems, which are faced on a daily basis…
Feature Engineering and Forecasting via Derivative-free Optimization and Ensemble of Sequence-to-sequence Networks with Applications in Renewable Energy
Mohammad Pirhooshyaran, Katya Scheinberg, Lawrence V. Snyder
This study introduces a framework for the forecasting, reconstruction and feature engineering of multivariate processes along with its renewable energy applications. We integrate d…